机器之心·2025-07-01 05:01Core Viewpoint - ZTE Corporation, a long-established ICT company, has successfully entered the AI sector, achieving notable recognition in AI reasoning competitions, particularly with its NebulaCoder-V6 model, which ranked first in the SuperCLUE reasoning leaderboard [2][4][6]. Group 1: ZTE's AI Strategy - ZTE has made significant investments in AI, recognizing its potential to transform the telecommunications industry, particularly with the advent of 6G technology [8][10]. - The company has established multiple AI-focused teams and research initiatives, including the Nebula large language model, to enhance its capabilities in AI infrastructure and applications [11][12]. - ZTE's internal operations have already integrated AI, with the Nebula model generating 1.5 billion tokens daily and contributing to 30% of the company's code generation [13][14]. Group 2: Nebula Model's Success - The Nebula model's success in the SuperCLUE competition is attributed to its efficient training optimization strategies, which include pre-training, supervised fine-tuning, and reinforcement learning [16][39]. - A novel knowledge graph construction method, DASER, was implemented to enhance the model's knowledge accuracy by addressing knowledge gaps and errors during pre-training [20][23]. - The supervised fine-tuning phase utilized critique learning to improve the model's understanding of complex instructions, resulting in higher accuracy in reasoning tasks [25][31]. Group 3: Transition from ICT to AI - ZTE's transition from an ICT giant to an AI-focused enterprise is facilitated by its extensive experience in data processing, system optimization, and engineering practices [44][46]. - The company possesses a unique advantage in integrating hardware and software capabilities, allowing it to effectively support the entire AI ecosystem, from hardware development to industry applications [47][48]. - ZTE's existing product ecosystem is undergoing AI transformation, which is expected to create significant market opportunities and accelerate technological advancements [48][49].